Abstract

Mental disorders are leading causes of disability and premature death worldwide, partly due to high comorbidity with cardiometabolic disorders. Reasons for this comorbidity are still poorly understood. We leverage nation-wide health records and near-complete genealogies of Denmark and Sweden (n = 17 million) to reveal the genetic and environmental contributions underlying the observed comorbidity between six mental disorders and 15 cardiometabolic disorders. Genetic factors contributed about 50% to the comorbidity of schizophrenia, affective disorders, and autism spectrum disorder with cardiometabolic disorders, whereas the comorbidity of attention-deficit/hyperactivity disorder and anorexia with cardiometabolic disorders was mainly or fully driven by environmental factors. In this work we provide causal insight to guide clinical and scientific initiatives directed at achieving mechanistic understanding as well as preventing and alleviating the consequences of these disorders.

Mental disorders are often linked with cardiometabolic disorders, but the mechanism remains unclear. Here, the authors use comprehensive health data from Denmark and to shed light on the genetic and environmental factors influencing the co-occurrence of six mental disorders and 15 cardiometabolic disorders.

Details

Title
Quantifying the relative importance of genetics and environment on the comorbidity between mental and cardiometabolic disorders using 17 million Scandinavians
Author
Meijsen, Joeri 1   VIAFID ORCID Logo  ; Hu, Kejia 2   VIAFID ORCID Logo  ; Krebs, Morten D. 1   VIAFID ORCID Logo  ; Athanasiadis, Georgios 3   VIAFID ORCID Logo  ; Washbrook, Sarah 4   VIAFID ORCID Logo  ; Zetterberg, Richard 1   VIAFID ORCID Logo  ; Avelar e Silva, Raquel Nogueira 1   VIAFID ORCID Logo  ; Shorter, John R. 5   VIAFID ORCID Logo  ; Gådin, Jesper R. 1   VIAFID ORCID Logo  ; Bergstedt, Jacob 2   VIAFID ORCID Logo  ; Howard, David M. 6   VIAFID ORCID Logo  ; Ye, Weimin 7   VIAFID ORCID Logo  ; Lu, Yi 7   VIAFID ORCID Logo  ; Valdimarsdóttir, Unnur A. 8   VIAFID ORCID Logo  ; Ingason, Andrés 1 ; Helenius, Dorte 1   VIAFID ORCID Logo  ; Plana-Ripoll, Oleguer 9   VIAFID ORCID Logo  ; McGrath, John J. 10   VIAFID ORCID Logo  ; Micali, Nadia 11   VIAFID ORCID Logo  ; Andreassen, Ole A. 12   VIAFID ORCID Logo  ; Werge, Thomas M. 13   VIAFID ORCID Logo  ; Fang, Fang 2   VIAFID ORCID Logo  ; Buil, Alfonso 1   VIAFID ORCID Logo 

 Mental Health Services Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Roskilde, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836) 
 Karolinska Institutet, Unit of Integrative Epidemiology, Institute of Environmental Medicine, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
 Mental Health Services Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Roskilde, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836); University of Barcelona, Department of Evolutionary Biology, Ecology and Environmental Sciences, Barcelona, Spain (GRID:grid.5841.8) (ISNI:0000 0004 1937 0247) 
 Mental Health Services in the Capital Region of Denmark, Center for Eating and feeding Disorders research, Psychiatric Centre Ballerup, Copenhagen, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836) 
 Mental Health Services Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Roskilde, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836); Roskilde University, Department of Science and Environment, Roskilde, Denmark (GRID:grid.11702.35) (ISNI:0000 0001 0672 1325) 
 King’s College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764) 
 Karolinska Institutet, Department of Medical Epidemiology and Biostatistics, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
 Karolinska Institutet, Department of Medical Epidemiology and Biostatistics, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); University of Iceland, Centre of Public Health Sciences, Faculty of Medicine, Reykjavík, Iceland (GRID:grid.14013.37) (ISNI:0000 0004 0640 0021); Harvard T.H. Chan School of Public Health, Department of Epidemiology, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X) 
 Aarhus University and Aarhus University Hospital, Department of Clinical Epidemiology, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
10  Queensland Centre for Mental Health Research, Brisbane, Australia (GRID:grid.466965.e) (ISNI:0000 0004 0624 0996); The University of Queensland, Queensland Brain Institute, Brisbane, Australia (GRID:grid.1003.2) (ISNI:0000 0000 9320 7537); Aarhus University, National Centre for Register-based Research, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722) 
11  Mental Health Services Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Roskilde, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836); Mental Health Services in the Capital Region of Denmark, Center for Eating and feeding Disorders research, Psychiatric Centre Ballerup, Copenhagen, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836); University College London, Great Ormond Street Institute of Child Health, London, UK (GRID:grid.83440.3b) (ISNI:0000 0001 2190 1201) 
12  Oslo University Hospital, NORMENT Centre, Division of Mental Health and Addiction, Oslo, Norway (GRID:grid.55325.34) (ISNI:0000 0004 0389 8485); University of Oslo, Institute of Clinical Medicine, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921); University of Oslo, KG Jebsen Centre for Neurodevelopmental disorders, Institute of Clinical Medicine, Oslo, Norway (GRID:grid.5510.1) (ISNI:0000 0004 1936 8921) 
13  Mental Health Services Copenhagen University Hospital, Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Roskilde, Denmark (GRID:grid.466916.a) (ISNI:0000 0004 0631 4836); University of Copenhagen, Department of Clinical Medicine, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X) 
Pages
5064
Publication year
2024
Publication date
2024
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
3067563173
Copyright
© The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.